Ping Tak Peter Tang

66 papers A* 3A 5B 1C 12Misc 1Journal 36Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	Rounding Error Statistics as Numerics Signature. ARITH Ping Tak Peter Tang
2022	B	`conf`	Efficient Soft-Error Detection for Low-precision Deep Learning Recommendation Models. IEEE Big Data Sihuan Li, Jianyu Huang, Ping Tak Peter Tang, Daya Shanker Khudia, Jongsoo Park, Harish Dattatraya Dixit, Zizhong Chen
2022	A*	`conf`	SecNDP: Secure Near-Data Processing with Untrusted Memory. HPCA Wenjie Xiong, Liu Ke, Dimitrije Jankov, Michael Kounavis, Xiaochen Wang, Eric Northup, Jie Amy Yang, Bilge Acun, Carole-Jean Wu, Ping Tak Peter Tang, G. Edward Suh, Xuan Zhang, Hsien-Hsin S. Lee
2021	J	`jnl`	Efficient Soft-Error Detection for Low-precision Deep Learning Recommendation Models. CoRR Sihuan Li, Jianyu Huang, Ping Tak Peter Tang, Daya Shanker Khudia, Jongsoo Park, Harish Dattatraya Dixit, Zizhong Chen
2021	J	`jnl`	Low-Precision Hardware Architectures Meet Recommendation Model Inference at Scale. CoRR Zhaoxia Deng, Jongsoo Park, Ping Tak Peter Tang, Haixin Liu, Jie Yang, Hector Yuen, Jianyu Huang, Daya Shanker Khudia, Xiaohan Wei, Ellie Wen, Dhruv Choudhary, Raghuraman Krishnamoorthi, Carole-Jean Wu, Nadathur Satish, Changkyu Kim, Maxim Naumov, Sam Naghshineh, Mikhail Smelyanskiy
2021	J	`jnl`	Low-Precision Hardware Architectures Meet Recommendation Model Inference at Scale. IEEE Micro Zhaoxia Deng, Jongsoo Park, Ping Tak Peter Tang, Haixin Liu, Jie Yang, Hector Yuen, Jianyu Huang, Daya Shanker Khudia, Xiaohan Wei, Ellie Wen, Dhruv Choudhary, Raghuraman Krishnamoorthi, Carole-Jean Wu, Nadathur Satish, Changkyu Kim, Maxim Naumov, Sam Naghshineh, Mikhail Smelyanskiy
2021	J	`jnl`	SecNDP: Secure Near-Data Processing with Untrusted Memory. IACR Cryptol. ePrint Arch. Wenjie Xiong, Liu Ke, Dimitrije Jankov, Michael Kounavis, Xiaochen Wang, Eric Northup, Jie Amy Yang, Bilge Acun, Carole-Jean Wu, Ping Tak Peter Tang, G. Edward Suh, Xuan Zhang, Hsien-Hsin S. Lee
2021	A*	`conf`	Training Recommender Systems at Scale: Communication-Efficient Model and Data Parallelism. KDD Vipul Gupta, Dhruv Choudhary, Ping Tak Peter Tang, Xiaohan Wei, Xing Wang, Yuzhen Huang, Arun Kejariwal, Kannan Ramchandran, Michael W. Mahoney
2020	—	`conf`	Appropriate Evaluation of Diagnostic Utility of Machine Learning Algorithm Generated Images. ML4H@NeurIPS Young Joon Kwon, Danielle Toussie, Lea Azour, Jose Concepcion, Corey Eber, G. Anthony Reina, Ping Tak Peter Tang, Amish H. Doshi, Eric K. Oermann, Anthony B. Costa
2020	J	`jnl`	Fast Distributed Training of Deep Neural Networks: Dynamic Communication Thresholding for Model and Data Parallelism. CoRR Vipul Gupta, Dhruv Choudhary, Ping Tak Peter Tang, Xiaohan Wei, Xing Wang, Yuzhen Huang, Arun Kejariwal, Kannan Ramchandran, Michael W. Mahoney
2020	J	`jnl`	Mixed-Precision Embedding Using a Cache. CoRR Jie Amy Yang, Jianyu Huang, Jongsoo Park, Ping Tak Peter Tang, Andrew Tulloch
2019	C	`conf`	Leveraging the bfloat16 Artificial Intelligence Datatype For Higher-Precision Computations. ARITH Greg Henry, Ping Tak Peter Tang, Alexander Heinecke
2019	J	`jnl`	Leveraging the bfloat16 Artificial Intelligence Datatype For Higher-Precision Computations. CoRR Greg Henry, Ping Tak Peter Tang, Alexander Heinecke
2019	—	`conf`	Sparse Dictionary Learning by Dynamical Neural Networks. ICLR (Poster) Tsung-Han Lin, Ping Tak Peter Tang
2018	A*	`conf`	A Progressive Batching L-BFGS Method for Machine Learning. ICML Raghu Bollapragada, Dheevatsa Mudigere, Jorge Nocedal, Hao-Jun Michael Shi, Ping Tak Peter Tang
2018	J	`jnl`	A Progressive Batching L-BFGS Method for Machine Learning. CoRR Raghu Bollapragada, Dheevatsa Mudigere, Jorge Nocedal, Hao-Jun Michael Shi, Ping Tak Peter Tang
2018	J	`jnl`	Dictionary Learning by Dynamical Neural Networks. CoRR Tsung-Han Lin, Ping Tak Peter Tang
2017	J	`jnl`	Enabling Sparse Winograd Convolution by Native Pruning. CoRR Sheng R. Li, Jongsoo Park, Ping Tak Peter Tang
2017	—	`conf`	Faster CNNs with Direct Sparse Convolutions and Guided Pruning. ICLR (Poster) Jongsoo Park, Sheng R. Li, Wei Wen, Ping Tak Peter Tang, Hai Li, Yiran Chen, Pradeep Dubey
2017	—	`conf`	On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima. ICLR Nitish Shirish Keskar, Dheevatsa Mudigere, Jorge Nocedal, Mikhail Smelyanskiy, Ping Tak Peter Tang
2017	J	`jnl`	Sparse Coding by Spiking Neural Networks: Convergence Theory and Computational Results. CoRR Ping Tak Peter Tang, Tsung-Han Lin, Mike Davies
2016	C	`conf`	A New Multiplication Algorithm for Extended Precision Using Floating-Point Expansions. ARITH Jean-Michel Muller, Valentina Popescu, Ping Tak Peter Tang
2016	J	`jnl`	Feast Eigensolver for Non-Hermitian Problems. SIAM J. Sci. Comput. James Kestyn, Eric Polizzi, Ping Tak Peter Tang
2016	J	`jnl`	On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima. CoRR Nitish Shirish Keskar, Dheevatsa Mudigere, Jorge Nocedal, Mikhail Smelyanskiy, Ping Tak Peter Tang
2015	J	`jnl`	Efficient Calculations of Faithfully Rounded ACM Trans. Math. Softw. Stef Graillat, Christoph Quirin Lauter, Ping Tak Peter Tang, Naoya Yamanaka, Shin'ichi Oishi
2015	J	`jnl`	FEAST Eigensolver for non-Hermitian Problems. CoRR James Kestyn, Eric Polizzi, Ping Tak Peter Tang
2015	J	`jnl`	Zolotarev Quadrature Rules and Load Balancing for the FEAST Eigensolver. SIAM J. Sci. Comput. Stefan Güttel, Eric Polizzi, Ping Tak Peter Tang, Gautier Viaud
2014	J	`jnl`	A New Highly Parallel Non-Hermitian Eigensolver. CoRR Ping Tak Peter Tang, James Kestyn, Eric Polizzi
2014	—	`conf`	A new highly parallel non-Hermitian eigensolver. SpringSim (HPS) Ping Tak Peter Tang, James Kestyn, Eric Polizzi
2014	A	`conf`	Anton 2: Raising the Bar for Performance and Programmability in a Special-Purpose Molecular Dynamics Supercomputer. SC David E. Shaw, J. P. Grossman, Joseph A. Bank, Brannon Batson, J. Adam Butts, Jack C. Chao, Martin M. Deneroff, Ron O. Dror, Amos Even, Christopher H. Fenton, Anthony Forte, Joseph Gagliardo, Gennette Gill, Brian Greskamp, C. Richard Ho, Douglas J. Ierardi, Lev Iserovich, Jeffrey Kuskin, Richard H. Larson, Timothy Layman, Li-Siang Lee, Adam K. Lerer, Chester Li, Daniel Killebrew, Kenneth M. Mackenzie, Shark Yeuk-Hai Mok, Mark A. Moraes, Rolf Mueller, Lawrence J. Nociolo, Jon L. Peticolas, Terry Quan, Daniel Ramot, John K. Salmon, Daniele Paolo Scarpazza, U. Ben Schafer, Naseer Siddique, Christopher W. Snyder, Jochen Spengler, Ping Tak Peter Tang, Michael Theobald, Horia Toma, Brian Towles, Benjamin Vitale, Stanley C. Wang, Cliff Young
2014	J	`jnl`	FEAST As A Subspace Iteration Eigensolver Accelerated By Approximate Spectral Projection. SIAM J. Matrix Anal. Appl. Ping Tak Peter Tang, Eric Polizzi
2014	J	`jnl`	Guest Editors' Introduction: Special Section on Computer Arithmetic. IEEE Trans. Computers Alberto Nannarelli, Peter-Michael Seidel, Ping Tak Peter Tang
2014	J	`jnl`	Zolotarev Quadrature Rules and Load Balancing for the FEAST Eigensolver. CoRR Stefan Güttel, Eric Polizzi, Ping Tak Peter Tang, Gautier Viaud
2013	C	`ed.`	21st IEEE Symposium on Computer Arithmetic, ARITH 2013, Austin, TX, USA, April 7-10, 2013 IEEE Symposium on Computer Arithmetic Alberto Nannarelli, Peter-Michael Seidel, Ping Tak Peter Tang
2013	J	`jnl`	A framework for low-communication 1-D FFT. Sci. Program. Ping Tak Peter Tang, Jongsoo Park, Daehyun Kim, Vladimir Petrov
2013	J	`jnl`	Efficient backprojection-based synthetic aperture radar computation with many-core processors. Sci. Program. Jongsoo Park, Ping Tak Peter Tang, Mikhail Smelyanskiy, Daehyun Kim, Thomas Benson
2013	J	`jnl`	Subspace Iteration with Approximate Spectral Projection CoRR Ping Tak Peter Tang, Eric Polizzi
2013	A	`conf`	Tera-scale 1D FFT with low-communication algorithm and Intel® Xeon Phi™ coprocessors. SC Jongsoo Park, Ganesh Bikshandi, Karthikeyan Vaidyanathan, Ping Tak Peter Tang, Pradeep Dubey, Daehyun Kim
2012	A	`conf`	A framework for low-communication 1-D FFT. SC Ping Tak Peter Tang, Jongsoo Park, Daehyun Kim, Vladimir Petrov
2012	A	`conf`	Efficient backprojection-based synthetic aperture radar computation with many-core processors. SC Jongsoo Park, Ping Tak Peter Tang, Mikhail Smelyanskiy, Daehyun Kim, Thomas Benson
2011	C	`conf`	Radix-8 Digit-by-Rounding: Achieving High-Performance Reciprocals, Square Roots, and Reciprocal Square Roots. IEEE Symposium on Computer Arithmetic J. Adam Butts, Ping Tak Peter Tang, Ron O. Dror, David E. Shaw
2011	C	`conf`	Tight Certification Techniques for Digit-by-Rounding Algorithms with Application to a New 1/sqrt(x) Design. IEEE Symposium on Computer Arithmetic Ping Tak Peter Tang, J. Adam Butts, Ron O. Dror, David E. Shaw
2009	J	`jnl`	A Software Implementation of the IEEE 754R Decimal Floating-Point Arithmetic Using the Binary Encoding Format. IEEE Trans. Computers Marius Cornea, John Harrison, Cristina Anderson, Ping Tak Peter Tang, Eric Schneider, Evgeny Gvozdev
2007	C	`conf`	A Software Implementation of the IEEE 754R Decimal Floating-Point Arithmetic Using the Binary Encoding Format. IEEE Symposium on Computer Arithmetic Marius Cornea, Cristina Anderson, John Harrison, Ping Tak Peter Tang, Eric Schneider, Charles Tsen
2007	C	`conf`	Modular Multiplication using Redundant Digit Division. IEEE Symposium on Computer Arithmetic Ping Tak Peter Tang
2005	J	`jnl`	DFTI---a new interface for fast fourier transform libraries. ACM Trans. Math. Softw. Ping Tak Peter Tang
2003	C	`conf`	An Overview of Floating-Point Support and Math Library on the Intel XScale IEEE Symposium on Computer Arithmetic Cristina Iordache, Ping Tak Peter Tang
2003	Misc	`conf`	Intel® Itanium® floating-point architecture. WCAE Marius Cornea, John Harrison, Ping Tak Peter Tang
2002	J	`jnl`	Scientific computing on the Itanium® processor. Sci. Program. Bruce Greer, John Harrison, Greg Henry, Wei Wayne Li, Ping Tak Peter Tang
2001	A	`conf`	Scientific computing on the Itanium processor. SC Bruce Greer, John Harrison, Greg Henry, Wei Wayne Li, Ping Tak Peter Tang
2001	—	`ed.`	The Architecture of Scientific Software, IFIP TC2/WG2.5 Working Conference on the Architecture of Scientific Software, October 2-4, 2000, Ottawa, Canada The Architecture of Scientific Software Ronald F. Boisvert, Ping Tak Peter Tang
2000	—	`conf`	A Comprehensive DFT API for Scientific Computing. The Architecture of Scientific Software Ping Tak Peter Tang
1999	—	`conf`	A Proposal for a Comprehensive Package for Discrete Fourier Transform. PP Ping Tak Peter Tang
1999	C	`conf`	New Algorithms for Improved Transcendental Functions on IA-64. IEEE Symposium on Computer Arithmetic Shane Story, Ping Tak Peter Tang
1997	J	`jnl`	Implementing the Complex Arcsine and Arccosine Functions Using Exception Handling. ACM Trans. Math. Softw. Thomas E. Hull, Thomas F. Fairgrieve, Ping Tak Peter Tang
1995	C	`conf`	It Takes Six Ones To Reach a Flaw. IEEE Symposium on Computer Arithmetic Tim Coe, Ping Tak Peter Tang
1994	J	`jnl`	Dynamic Condition Estimation and Rayleigh-Ritz Approximation. SIAM J. Matrix Anal. Appl. Ping Tak Peter Tang
1994	J	`jnl`	Fast Band-Toeplitz Preconditioners for Hermitian Toeplitz Systems. SIAM J. Sci. Comput. Raymond H. Chan, Ping Tak Peter Tang
1994	J	`jnl`	Implementing complex elementary functions using exception handling. ACM Trans. Math. Softw. Thomas E. Hull, Thomas F. Fairgrieve, Ping Tak Peter Tang
1993	J	`jnl`	A Cholesky Up- and Downdating Algorithm for Systolic and SIMD Architectures. SIAM J. Sci. Comput. Christian H. Bischof, C. T. Pan, Ping Tak Peter Tang
1993	J	`jnl`	Constrained minimax approximation and optimal preconditioned for Toeplitz matrices. Numer. Algorithms Raymond H. Chan, Ping Tak Peter Tang
1992	J	`jnl`	Table-driven implementation of the Expm1 function in IEEE floating-point arithmetic. ACM Trans. Math. Softw. Ping Tak Peter Tang
1991	C	`conf`	Table-lookup algorithms for elementary functions and their error analysis. IEEE Symposium on Computer Arithmetic Ping Tak Peter Tang
1990	J	`jnl`	Accurate and efficient testing of the exponential and logarithm functions. ACM Trans. Math. Softw. Ping Tak Peter Tang
1990	J	`jnl`	Table-driven implementation of the logarithm function in IEEE floating-point arithmetic. ACM Trans. Math. Softw. Ping Tak Peter Tang
1989	J	`jnl`	Table-driven implementation of the exponential function in IEEE floating-point arithmetic. ACM Trans. Math. Softw. Ping Tak Peter Tang